A topological reduction for predicting of a lung cancer disease based on generalized rough sets.
M. K. El-BablyE. A. Abo-TablPublished in: J. Intell. Fuzzy Syst. (2021)
Keyphrases
- rough sets
- lung cancer
- attribute reduction
- lung cancer patients
- prognostic factors
- rough set theory
- continuous valued attributes
- knowledge reduction
- fuzzy rough sets
- early detection
- decision rules
- rough approximations
- fuzzy sets
- attribute set
- approximation spaces
- granular computing
- rough sets theory
- survival prediction
- information entropy
- pet ct
- data mining
- image guided
- soft computing
- topological relationships
- pattern recognition
- approximation operators
- decision table
- dominance relation
- data analysis
- fuzzy logic
- upper and lower approximations
- data sets
- genetic algorithm
- expert systems
- knowledge discovery
- ct images
- lymph nodes
- risk factors